Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 52924 |
| Missing cells | 400 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.9 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Text | 3 |
|---|---|
| DateTime | 1 |
| Categorical | 7 |
| Numeric | 6 |
Reproduction
| Analysis started | 2024-02-25 22:59:50.886098 |
|---|---|
| Analysis finished | 2024-02-25 22:59:59.139859 |
| Duration | 8.25 seconds |
| Software version | ydata-profiling vv4.6.4 |
| Download configuration | config.json |
고객ID
Text
| Distinct | 1468 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 476316 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 66 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | USER_1358 |
|---|---|
| 2nd row | USER_1358 |
| 3rd row | USER_1358 |
| 4th row | USER_1358 |
| 5th row | USER_1358 |
| Value | Count | Frequency (%) |
| user_0118 | 695 | 1.3% |
| user_0736 | 587 | 1.1% |
| user_0563 | 575 | 1.1% |
| user_1355 | 572 | 1.1% |
| user_0643 | 523 | 1.0% |
| user_0202 | 366 | 0.7% |
| user_0667 | 315 | 0.6% |
| user_1358 | 297 | 0.6% |
| user_0572 | 290 | 0.5% |
| user_0200 | 261 | 0.5% |
| Other values (1458) | 48443 |
Most occurring characters
| Value | Count | Frequency (%) |
| U | 52924 | |
| S | 52924 | |
| E | 52924 | |
| R | 52924 | |
| _ | 52924 | |
| 0 | 52729 | |
| 1 | 33865 | |
| 3 | 18402 | 3.9% |
| 2 | 18079 | 3.8% |
| 4 | 16238 | 3.4% |
| Other values (5) | 72383 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 211696 | |
| Decimal Number | 211696 | |
| Connector Punctuation | 52924 | 11.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 52729 | |
| 1 | 33865 | |
| 3 | 18402 | 8.7% |
| 2 | 18079 | 8.5% |
| 4 | 16238 | 7.7% |
| 5 | 15809 | 7.5% |
| 6 | 15082 | 7.1% |
| 8 | 14715 | 7.0% |
| 7 | 13637 | 6.4% |
| 9 | 13140 | 6.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 52924 | |
| S | 52924 | |
| E | 52924 | |
| R | 52924 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 52924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 264620 | |
| Latin | 211696 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 52924 | |
| 0 | 52729 | |
| 1 | 33865 | |
| 3 | 18402 | 7.0% |
| 2 | 18079 | 6.8% |
| 4 | 16238 | 6.1% |
| 5 | 15809 | 6.0% |
| 6 | 15082 | 5.7% |
| 8 | 14715 | 5.6% |
| 7 | 13637 | 5.2% |
Latin
| Value | Count | Frequency (%) |
| U | 52924 | |
| S | 52924 | |
| E | 52924 | |
| R | 52924 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 476316 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| U | 52924 | |
| S | 52924 | |
| E | 52924 | |
| R | 52924 | |
| _ | 52924 | |
| 0 | 52729 | |
| 1 | 33865 | |
| 3 | 18402 | 3.9% |
| 2 | 18079 | 3.8% |
| 4 | 16238 | 3.4% |
| Other values (5) | 72383 |
거래ID
Text
| Distinct | 25061 |
|---|---|
| Distinct (%) | 47.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 17 |
| Mean length | 16.597895 |
| Min length | 16 |
Characters and Unicode
| Total characters | 878427 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 14637 ? |
|---|---|
| Unique (%) | 27.7% |
Sample
| 1st row | Transaction_0000 |
|---|---|
| 2nd row | Transaction_0001 |
| 3rd row | Transaction_0002 |
| 4th row | Transaction_0003 |
| 5th row | Transaction_0003 |
| Value | Count | Frequency (%) |
| transaction_12261 | 35 | 0.1% |
| transaction_4716 | 30 | 0.1% |
| transaction_19047 | 29 | 0.1% |
| transaction_13487 | 28 | 0.1% |
| transaction_16759 | 27 | 0.1% |
| transaction_6767 | 26 | < 0.1% |
| transaction_19791 | 26 | < 0.1% |
| transaction_5941 | 24 | < 0.1% |
| transaction_17903 | 23 | < 0.1% |
| transaction_13065 | 23 | < 0.1% |
| Other values (25051) | 52653 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 105848 | |
| n | 105848 | |
| T | 52924 | 6.0% |
| r | 52924 | 6.0% |
| s | 52924 | 6.0% |
| c | 52924 | 6.0% |
| t | 52924 | 6.0% |
| i | 52924 | 6.0% |
| o | 52924 | 6.0% |
| _ | 52924 | 6.0% |
| Other values (10) | 243339 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 529240 | |
| Decimal Number | 243339 | |
| Uppercase Letter | 52924 | 6.0% |
| Connector Punctuation | 52924 | 6.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 44323 | |
| 2 | 31054 | |
| 4 | 22242 | |
| 3 | 22174 | |
| 0 | 21910 | |
| 5 | 20568 | |
| 6 | 20543 | |
| 7 | 20190 | |
| 8 | 20174 | |
| 9 | 20161 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 105848 | |
| n | 105848 | |
| r | 52924 | |
| s | 52924 | |
| c | 52924 | |
| t | 52924 | |
| i | 52924 | |
| o | 52924 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 52924 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 52924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 582164 | |
| Common | 296263 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| _ | 52924 | |
| 1 | 44323 | |
| 2 | 31054 | |
| 4 | 22242 | |
| 3 | 22174 | |
| 0 | 21910 | |
| 5 | 20568 | 6.9% |
| 6 | 20543 | 6.9% |
| 7 | 20190 | 6.8% |
| 8 | 20174 | 6.8% |
Latin
| Value | Count | Frequency (%) |
| a | 105848 | |
| n | 105848 | |
| T | 52924 | |
| r | 52924 | |
| s | 52924 | |
| c | 52924 | |
| t | 52924 | |
| i | 52924 | |
| o | 52924 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 878427 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 105848 | |
| n | 105848 | |
| T | 52924 | 6.0% |
| r | 52924 | 6.0% |
| s | 52924 | 6.0% |
| c | 52924 | 6.0% |
| t | 52924 | 6.0% |
| i | 52924 | 6.0% |
| o | 52924 | 6.0% |
| _ | 52924 | 6.0% |
| Other values (10) | 243339 |
거래날짜
Date
| Distinct | 365 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| Minimum | 2019-01-01 00:00:00 |
|---|---|
| Maximum | 2019-12-31 00:00:00 |
제품ID
Text
| Distinct | 1145 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Characters and Unicode
| Total characters | 635088 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 90 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Product_0981 |
|---|---|
| 2nd row | Product_0981 |
| 3rd row | Product_0904 |
| 4th row | Product_0203 |
| 5th row | Product_0848 |
| Value | Count | Frequency (%) |
| product_0981 | 3511 | 6.6% |
| product_0983 | 3328 | 6.3% |
| product_0976 | 3230 | 6.1% |
| product_0984 | 1361 | 2.6% |
| product_0989 | 1089 | 2.1% |
| product_0985 | 1065 | 2.0% |
| product_0992 | 844 | 1.6% |
| product_0904 | 806 | 1.5% |
| product_0990 | 599 | 1.1% |
| product_0880 | 583 | 1.1% |
| Other values (1135) | 36508 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 62552 | |
| P | 52924 | |
| r | 52924 | |
| o | 52924 | |
| d | 52924 | |
| u | 52924 | |
| c | 52924 | |
| t | 52924 | |
| _ | 52924 | |
| 9 | 36945 | 5.8% |
| Other values (8) | 112199 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 317544 | |
| Decimal Number | 211696 | |
| Uppercase Letter | 52924 | 8.3% |
| Connector Punctuation | 52924 | 8.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 62552 | |
| 9 | 36945 | |
| 8 | 23570 | 11.1% |
| 1 | 17721 | 8.4% |
| 4 | 13315 | 6.3% |
| 2 | 13135 | 6.2% |
| 3 | 12135 | 5.7% |
| 6 | 11047 | 5.2% |
| 7 | 10872 | 5.1% |
| 5 | 10404 | 4.9% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 52924 | |
| o | 52924 | |
| d | 52924 | |
| u | 52924 | |
| c | 52924 | |
| t | 52924 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 52924 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 52924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 370468 | |
| Common | 264620 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 62552 | |
| _ | 52924 | |
| 9 | 36945 | |
| 8 | 23570 | 8.9% |
| 1 | 17721 | 6.7% |
| 4 | 13315 | 5.0% |
| 2 | 13135 | 5.0% |
| 3 | 12135 | 4.6% |
| 6 | 11047 | 4.2% |
| 7 | 10872 | 4.1% |
Latin
| Value | Count | Frequency (%) |
| P | 52924 | |
| r | 52924 | |
| o | 52924 | |
| d | 52924 | |
| u | 52924 | |
| c | 52924 | |
| t | 52924 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 635088 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 62552 | |
| P | 52924 | |
| r | 52924 | |
| o | 52924 | |
| d | 52924 | |
| u | 52924 | |
| c | 52924 | |
| t | 52924 | |
| _ | 52924 | |
| 9 | 36945 | 5.8% |
| Other values (8) | 112199 |
제품카테고리
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| Apparel | |
|---|---|
| Nest-USA | |
| Office | |
| Drinkware | |
| Lifestyle | |
| Other values (15) |
Length
| Max length | 20 |
|---|---|
| Median length | 11 |
| Mean length | 7.3746504 |
| Min length | 3 |
Characters and Unicode
| Total characters | 390296 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Nest-USA |
|---|---|
| 2nd row | Nest-USA |
| 3rd row | Office |
| 4th row | Apparel |
| 5th row | Bags |
Common Values
| Value | Count | Frequency (%) |
| Apparel | 18126 | |
| Nest-USA | 14013 | |
| Office | 6513 | 12.3% |
| Drinkware | 3483 | 6.6% |
| Lifestyle | 3092 | 5.8% |
| Nest | 2198 | 4.2% |
| Bags | 1882 | 3.6% |
| Headgear | 771 | 1.5% |
| Notebooks & Journals | 749 | 1.4% |
| Waze | 554 | 1.0% |
| Other values (10) | 1543 | 2.9% |
Length
| Value | Count | Frequency (%) |
| apparel | 18126 | |
| nest-usa | 14013 | |
| office | 6513 | 11.9% |
| drinkware | 3483 | 6.4% |
| lifestyle | 3092 | 5.7% |
| nest | 2198 | 4.0% |
| bags | 1928 | 3.5% |
| headgear | 771 | 1.4% |
| notebooks | 749 | 1.4% |
| 749 | 1.4% | |
| Other values (13) | 3005 | 5.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 54810 | |
| p | 36341 | 9.3% |
| A | 32416 | 8.3% |
| a | 27792 | 7.1% |
| r | 27216 | 7.0% |
| s | 24508 | 6.3% |
| l | 22340 | 5.7% |
| t | 21064 | 5.4% |
| N | 17277 | 4.4% |
| f | 16277 | 4.2% |
| Other values (28) | 110255 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 277280 | |
| Uppercase Letter | 96234 | 24.7% |
| Dash Punctuation | 14330 | 3.7% |
| Space Separator | 1703 | 0.4% |
| Other Punctuation | 749 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 54810 | |
| p | 36341 | |
| a | 27792 | |
| r | 27216 | |
| s | 24508 | |
| l | 22340 | |
| t | 21064 | 7.6% |
| f | 16277 | 5.9% |
| i | 13524 | 4.9% |
| c | 7159 | 2.6% |
| Other values (10) | 26249 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 32416 | |
| N | 17277 | |
| S | 14013 | |
| U | 14013 | |
| O | 6513 | 6.8% |
| D | 3483 | 3.6% |
| L | 3092 | 3.2% |
| B | 2285 | 2.4% |
| H | 893 | 0.9% |
| J | 749 | 0.8% |
| Other values (5) | 1500 | 1.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 14330 |
Space Separator
| Value | Count | Frequency (%) |
| 1703 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 749 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 373514 | |
| Common | 16782 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 54810 | |
| p | 36341 | 9.7% |
| A | 32416 | 8.7% |
| a | 27792 | 7.4% |
| r | 27216 | 7.3% |
| s | 24508 | 6.6% |
| l | 22340 | 6.0% |
| t | 21064 | 5.6% |
| N | 17277 | 4.6% |
| f | 16277 | 4.4% |
| Other values (25) | 93473 |
Common
| Value | Count | Frequency (%) |
| - | 14330 | |
| 1703 | 10.1% | |
| & | 749 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390296 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 54810 | |
| p | 36341 | 9.3% |
| A | 32416 | 8.3% |
| a | 27792 | 7.1% |
| r | 27216 | 7.0% |
| s | 24508 | 6.3% |
| l | 22340 | 5.7% |
| t | 21064 | 5.4% |
| N | 17277 | 4.4% |
| f | 16277 | 4.2% |
| Other values (28) | 110255 |
수량
Real number (ℝ)
| Distinct | 151 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4976381 |
| Minimum | 1 |
|---|---|
| Maximum | 900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 413.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 16 |
| Maximum | 900 |
| Range | 899 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 20.104711 |
|---|---|
| Coefficient of variation (CV) | 4.4700597 |
| Kurtosis | 525.45248 |
| Mean | 4.4976381 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 19.034802 |
| Sum | 238033 |
| Variance | 404.1994 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 35336 | |
| 2 | 7016 | 13.3% |
| 3 | 2288 | 4.3% |
| 5 | 1734 | 3.3% |
| 4 | 1237 | 2.3% |
| 10 | 1035 | 2.0% |
| 20 | 531 | 1.0% |
| 6 | 435 | 0.8% |
| 15 | 389 | 0.7% |
| 25 | 287 | 0.5% |
| Other values (141) | 2636 | 5.0% |
| Value | Count | Frequency (%) |
| 1 | 35336 | |
| 2 | 7016 | 13.3% |
| 3 | 2288 | 4.3% |
| 4 | 1237 | 2.3% |
| 5 | 1734 | 3.3% |
| 6 | 435 | 0.8% |
| 7 | 180 | 0.3% |
| 8 | 240 | 0.5% |
| 9 | 57 | 0.1% |
| 10 | 1035 | 2.0% |
| Value | Count | Frequency (%) |
| 900 | 1 | < 0.1% |
| 825 | 2 | < 0.1% |
| 791 | 1 | < 0.1% |
| 750 | 1 | < 0.1% |
| 600 | 5 | |
| 563 | 1 | < 0.1% |
| 523 | 1 | < 0.1% |
| 516 | 1 | < 0.1% |
| 500 | 12 | |
| 475 | 3 | < 0.1% |
평균금액
Real number (ℝ)
| Distinct | 546 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.237646 |
| Minimum | 0.39 |
|---|---|
| Maximum | 355.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 413.6 KiB |
Quantile statistics
| Minimum | 0.39 |
|---|---|
| 5-th percentile | 1.99 |
| Q1 | 5.7 |
| median | 16.99 |
| Q3 | 102.13 |
| 95-th percentile | 151.88 |
| Maximum | 355.74 |
| Range | 355.35 |
| Interquartile range (IQR) | 96.43 |
Descriptive statistics
| Standard deviation | 64.006882 |
|---|---|
| Coefficient of variation (CV) | 1.2253018 |
| Kurtosis | 3.3424017 |
| Mean | 52.237646 |
| Median Absolute Deviation (MAD) | 14.19 |
| Skewness | 1.6325798 |
| Sum | 2764625.2 |
| Variance | 4096.8809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 119 | 5127 | 9.7% |
| 149 | 3824 | 7.2% |
| 79 | 1937 | 3.7% |
| 13.59 | 1530 | 2.9% |
| 2.39 | 1284 | 2.4% |
| 2.99 | 1226 | 2.3% |
| 16.99 | 1036 | 2.0% |
| 15.19 | 984 | 1.9% |
| 1.99 | 956 | 1.8% |
| 3.99 | 949 | 1.8% |
| Other values (536) | 34071 |
| Value | Count | Frequency (%) |
| 0.39 | 1 | < 0.1% |
| 0.4 | 45 | 0.1% |
| 0.41 | 15 | < 0.1% |
| 0.5 | 33 | 0.1% |
| 0.51 | 27 | 0.1% |
| 0.79 | 164 | |
| 0.8 | 14 | < 0.1% |
| 0.81 | 21 | < 0.1% |
| 0.97 | 1 | < 0.1% |
| 0.98 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 355.74 | 169 | |
| 349 | 330 | |
| 279 | 147 | |
| 274.19 | 3 | < 0.1% |
| 269 | 1 | < 0.1% |
| 256.88 | 7 | < 0.1% |
| 254.82 | 1 | < 0.1% |
| 250 | 44 | 0.1% |
| 249 | 26 | < 0.1% |
| 205.3 | 33 | 0.1% |
배송료
Real number (ℝ)
| Distinct | 267 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.51763 |
| Minimum | 0 |
|---|---|
| Maximum | 521.36 |
| Zeros | 162 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 413.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6.5 |
| 95-th percentile | 26.43 |
| Maximum | 521.36 |
| Range | 521.36 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 19.475613 |
|---|---|
| Coefficient of variation (CV) | 1.8517111 |
| Kurtosis | 204.63769 |
| Mean | 10.51763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.959739 |
| Sum | 556635.07 |
| Variance | 379.29951 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 26801 | |
| 6.5 | 15819 | |
| 12.99 | 2532 | 4.8% |
| 19.99 | 1042 | 2.0% |
| 12.48 | 798 | 1.5% |
| 12.91 | 454 | 0.9% |
| 8.7 | 325 | 0.6% |
| 0 | 162 | 0.3% |
| 18.47 | 139 | 0.3% |
| 13.38 | 111 | 0.2% |
| Other values (257) | 4741 | 9.0% |
| Value | Count | Frequency (%) |
| 0 | 162 | 0.3% |
| 6 | 26801 | |
| 6.46 | 14 | < 0.1% |
| 6.48 | 29 | 0.1% |
| 6.5 | 15819 | |
| 6.51 | 18 | < 0.1% |
| 8.36 | 4 | < 0.1% |
| 8.7 | 325 | 0.6% |
| 8.91 | 7 | < 0.1% |
| 11.1 | 17 | < 0.1% |
| Value | Count | Frequency (%) |
| 521.36 | 1 | < 0.1% |
| 504 | 2 | < 0.1% |
| 492.84 | 10 | < 0.1% |
| 422.24 | 4 | < 0.1% |
| 354 | 3 | < 0.1% |
| 351.64 | 2 | < 0.1% |
| 344.78 | 5 | < 0.1% |
| 324 | 29 | |
| 323.47 | 7 | < 0.1% |
| 307.47 | 1 | < 0.1% |
쿠폰상태
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| Clicked | |
|---|---|
| Used | |
| Not Used |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 6.138047 |
| Min length | 4 |
Characters and Unicode
| Total characters | 324850 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Used |
|---|---|
| 2nd row | Used |
| 3rd row | Used |
| 4th row | Not Used |
| 5th row | Used |
Common Values
| Value | Count | Frequency (%) |
| Clicked | 26926 | |
| Used | 17904 | |
| Not Used | 8094 | 15.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| clicked | 26926 | |
| used | 25998 | |
| not | 8094 | 13.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 52924 | |
| d | 52924 | |
| C | 26926 | |
| l | 26926 | |
| i | 26926 | |
| c | 26926 | |
| k | 26926 | |
| U | 25998 | |
| s | 25998 | |
| N | 8094 | 2.5% |
| Other values (3) | 24282 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 255738 | |
| Uppercase Letter | 61018 | 18.8% |
| Space Separator | 8094 | 2.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 52924 | |
| d | 52924 | |
| l | 26926 | |
| i | 26926 | |
| c | 26926 | |
| k | 26926 | |
| s | 25998 | |
| o | 8094 | 3.2% |
| t | 8094 | 3.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 26926 | |
| U | 25998 | |
| N | 8094 | 13.3% |
Space Separator
| Value | Count | Frequency (%) |
| 8094 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 316756 | |
| Common | 8094 | 2.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 52924 | |
| d | 52924 | |
| C | 26926 | |
| l | 26926 | |
| i | 26926 | |
| c | 26926 | |
| k | 26926 | |
| U | 25998 | |
| s | 25998 | |
| N | 8094 | 2.6% |
| Other values (2) | 16188 | 5.1% |
Common
| Value | Count | Frequency (%) |
| 8094 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 324850 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 52924 | |
| d | 52924 | |
| C | 26926 | |
| l | 26926 | |
| i | 26926 | |
| c | 26926 | |
| k | 26926 | |
| U | 25998 | |
| s | 25998 | |
| N | 8094 | 2.5% |
| Other values (3) | 24282 |
성별
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| 여 | |
|---|---|
| 남 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 52924 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 남 |
|---|---|
| 2nd row | 남 |
| 3rd row | 남 |
| 4th row | 남 |
| 5th row | 남 |
Common Values
| Value | Count | Frequency (%) |
| 여 | 33007 | |
| 남 | 19917 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 여 | 33007 | |
| 남 | 19917 |
Most occurring characters
| Value | Count | Frequency (%) |
| 여 | 33007 | |
| 남 | 19917 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 52924 |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 여 | 33007 | |
| 남 | 19917 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 52924 |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 여 | 33007 | |
| 남 | 19917 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 52924 |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 여 | 33007 | |
| 남 | 19917 |
고객지역
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| Chicago | |
|---|---|
| California | |
| New York | |
| New Jersey | |
| Washington DC |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 8.6907641 |
| Min length | 7 |
Characters and Unicode
| Total characters | 459950 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Chicago |
|---|---|
| 2nd row | Chicago |
| 3rd row | Chicago |
| 4th row | Chicago |
| 5th row | Chicago |
Common Values
| Value | Count | Frequency (%) |
| Chicago | 18380 | |
| California | 16136 | |
| New York | 11173 | |
| New Jersey | 4503 | 8.5% |
| Washington DC | 2732 | 5.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| chicago | 18380 | |
| california | 16136 | |
| new | 15676 | |
| york | 11173 | |
| jersey | 4503 | 6.3% |
| washington | 2732 | 3.8% |
| dc | 2732 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 53384 | |
| a | 53384 | |
| o | 48421 | 10.5% |
| C | 37248 | 8.1% |
| r | 31812 | 6.9% |
| e | 24682 | 5.4% |
| n | 21600 | 4.7% |
| g | 21112 | 4.6% |
| h | 21112 | 4.6% |
| 18408 | 4.0% | |
| Other values (13) | 128787 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 367478 | |
| Uppercase Letter | 74064 | 16.1% |
| Space Separator | 18408 | 4.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 53384 | |
| a | 53384 | |
| o | 48421 | |
| r | 31812 | |
| e | 24682 | |
| n | 21600 | 5.9% |
| g | 21112 | 5.7% |
| h | 21112 | 5.7% |
| c | 18380 | 5.0% |
| l | 16136 | 4.4% |
| Other values (6) | 57455 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 37248 | |
| N | 15676 | |
| Y | 11173 | 15.1% |
| J | 4503 | 6.1% |
| W | 2732 | 3.7% |
| D | 2732 | 3.7% |
Space Separator
| Value | Count | Frequency (%) |
| 18408 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 441542 | |
| Common | 18408 | 4.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 53384 | |
| a | 53384 | |
| o | 48421 | |
| C | 37248 | 8.4% |
| r | 31812 | 7.2% |
| e | 24682 | 5.6% |
| n | 21600 | 4.9% |
| g | 21112 | 4.8% |
| h | 21112 | 4.8% |
| c | 18380 | 4.2% |
| Other values (12) | 110407 |
Common
| Value | Count | Frequency (%) |
| 18408 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 459950 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 53384 | |
| a | 53384 | |
| o | 48421 | 10.5% |
| C | 37248 | 8.1% |
| r | 31812 | 6.9% |
| e | 24682 | 5.4% |
| n | 21600 | 4.7% |
| g | 21112 | 4.6% |
| h | 21112 | 4.6% |
| 18408 | 4.0% | |
| Other values (13) | 128787 |
가입기간
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.127995 |
| Minimum | 2 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 413.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 15 |
| median | 27 |
| Q3 | 37 |
| 95-th percentile | 47 |
| Maximum | 50 |
| Range | 48 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 13.478285 |
|---|---|
| Coefficient of variation (CV) | 0.51585609 |
| Kurtosis | -1.1171716 |
| Mean | 26.127995 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.06955528 |
| Sum | 1382798 |
| Variance | 181.66417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 2043 | 3.9% |
| 25 | 1853 | 3.5% |
| 34 | 1670 | 3.2% |
| 30 | 1656 | 3.1% |
| 33 | 1648 | 3.1% |
| 21 | 1590 | 3.0% |
| 5 | 1543 | 2.9% |
| 45 | 1469 | 2.8% |
| 10 | 1448 | 2.7% |
| 28 | 1417 | 2.7% |
| Other values (39) | 36587 |
| Value | Count | Frequency (%) |
| 2 | 649 | |
| 3 | 625 | |
| 4 | 1055 | |
| 5 | 1543 | |
| 6 | 1296 | |
| 7 | 985 | |
| 8 | 1202 | |
| 9 | 626 | |
| 10 | 1448 | |
| 11 | 902 |
| Value | Count | Frequency (%) |
| 50 | 737 | |
| 49 | 841 | |
| 48 | 884 | |
| 47 | 497 | 0.9% |
| 46 | 756 | |
| 45 | 1469 | |
| 44 | 1223 | |
| 43 | 889 | |
| 42 | 755 | |
| 41 | 985 |
오프라인비용
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2830.9141 |
| Minimum | 500 |
|---|---|
| Maximum | 5000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 413.6 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 1000 |
| Q1 | 2500 |
| median | 3000 |
| Q3 | 3500 |
| 95-th percentile | 4500 |
| Maximum | 5000 |
| Range | 4500 |
| Interquartile range (IQR) | 1000 |
Descriptive statistics
| Standard deviation | 936.15425 |
|---|---|
| Coefficient of variation (CV) | 0.33068973 |
| Kurtosis | 0.10199859 |
| Mean | 2830.9141 |
| Median Absolute Deviation (MAD) | 500 |
| Skewness | -0.31680745 |
| Sum | 1.498233 × 108 |
| Variance | 876384.77 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3000 | 13529 | |
| 2500 | 10333 | |
| 3500 | 9008 | |
| 2000 | 6019 | |
| 4000 | 4882 | 9.2% |
| 1500 | 2411 | 4.6% |
| 4500 | 2115 | 4.0% |
| 1000 | 1840 | 3.5% |
| 500 | 985 | 1.9% |
| 700 | 969 | 1.8% |
| Value | Count | Frequency (%) |
| 500 | 985 | 1.9% |
| 700 | 969 | 1.8% |
| 1000 | 1840 | 3.5% |
| 1500 | 2411 | 4.6% |
| 2000 | 6019 | |
| 2500 | 10333 | |
| 3000 | 13529 | |
| 3500 | 9008 | |
| 4000 | 4882 | 9.2% |
| 4500 | 2115 | 4.0% |
| Value | Count | Frequency (%) |
| 5000 | 833 | 1.6% |
| 4500 | 2115 | 4.0% |
| 4000 | 4882 | 9.2% |
| 3500 | 9008 | |
| 3000 | 13529 | |
| 2500 | 10333 | |
| 2000 | 6019 | |
| 1500 | 2411 | 4.6% |
| 1000 | 1840 | 3.5% |
| 700 | 969 | 1.8% |
온라인비용
Real number (ℝ)
| Distinct | 365 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1893.1091 |
| Minimum | 320.25 |
|---|---|
| Maximum | 4556.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 413.6 KiB |
Quantile statistics
| Minimum | 320.25 |
|---|---|
| 5-th percentile | 682.42 |
| Q1 | 1252.63 |
| median | 1837.87 |
| Q3 | 2425.35 |
| 95-th percentile | 3396.14 |
| Maximum | 4556.93 |
| Range | 4236.68 |
| Interquartile range (IQR) | 1172.72 |
Descriptive statistics
| Standard deviation | 807.01409 |
|---|---|
| Coefficient of variation (CV) | 0.42629032 |
| Kurtosis | -0.14764686 |
| Mean | 1893.1091 |
| Median Absolute Deviation (MAD) | 587.1 |
| Skewness | 0.45430588 |
| Sum | 1.0019091 × 108 |
| Variance | 651271.74 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2819.58 | 335 | 0.6% |
| 2489.36 | 311 | 0.6% |
| 1692.8 | 298 | 0.6% |
| 2155.96 | 292 | 0.6% |
| 985.28 | 291 | 0.5% |
| 2563.83 | 289 | 0.5% |
| 1292.58 | 278 | 0.5% |
| 663.46 | 274 | 0.5% |
| 1331.1 | 269 | 0.5% |
| 1172.96 | 264 | 0.5% |
| Other values (355) | 50023 |
| Value | Count | Frequency (%) |
| 320.25 | 130 | |
| 417.73 | 185 | |
| 465.4 | 43 | 0.1% |
| 478.27 | 131 | |
| 484.9 | 160 | |
| 515.44 | 118 | |
| 526.96 | 96 | |
| 560.02 | 140 | |
| 620.94 | 135 | |
| 640.93 | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 4556.93 | 141 | |
| 4349.02 | 124 | |
| 4055.3 | 189 | |
| 4019.93 | 61 | 0.1% |
| 3897.2 | 129 | |
| 3875.08 | 163 | |
| 3796.85 | 159 | |
| 3784.07 | 133 | |
| 3749.46 | 35 | 0.1% |
| 3727.61 | 117 |
GST
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| 0.18 | |
|---|---|
| 0.1 | |
| 0.05 | |
| 0.12 | 122 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5972716 |
| Min length | 3 |
Characters and Unicode
| Total characters | 190382 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.1 |
|---|---|
| 2nd row | 0.1 |
| 3rd row | 0.1 |
| 4th row | 0.18 |
| 5th row | 0.18 |
Common Values
| Value | Count | Frequency (%) |
| 0.18 | 27343 | |
| 0.1 | 21314 | |
| 0.05 | 4145 | 7.8% |
| 0.12 | 122 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.18 | 27343 | |
| 0.1 | 21314 | |
| 0.05 | 4145 | 7.8% |
| 0.12 | 122 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 57069 | |
| . | 52924 | |
| 1 | 48779 | |
| 8 | 27343 | |
| 5 | 4145 | 2.2% |
| 2 | 122 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 137458 | |
| Other Punctuation | 52924 | 27.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 57069 | |
| 1 | 48779 | |
| 8 | 27343 | |
| 5 | 4145 | 3.0% |
| 2 | 122 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 52924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 190382 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 57069 | |
| . | 52924 | |
| 1 | 48779 | |
| 8 | 27343 | |
| 5 | 4145 | 2.2% |
| 2 | 122 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 190382 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 57069 | |
| . | 52924 | |
| 1 | 48779 | |
| 8 | 27343 | |
| 5 | 4145 | 2.2% |
| 2 | 122 | 0.1% |
쿠폰코드
Categorical
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 400 |
| Missing (%) | 0.8% |
| Memory size | 413.6 KiB |
| SALE20 | |
|---|---|
| SALE30 | |
| SALE10 | |
| ELEC10 | |
| ELEC30 | |
| Other values (40) |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.8379217 |
| Min length | 4 |
Characters and Unicode
| Total characters | 306631 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ELEC10 |
|---|---|
| 2nd row | ELEC10 |
| 3rd row | OFF10 |
| 4th row | SALE10 |
| 5th row | AIO10 |
Common Values
| Value | Count | Frequency (%) |
| SALE20 | 6373 | |
| SALE30 | 5915 | |
| SALE10 | 5838 | |
| ELEC10 | 4826 | |
| ELEC30 | 4647 | |
| ELEC20 | 4540 | 8.6% |
| EXTRA10 | 2317 | 4.4% |
| OFF10 | 2250 | 4.3% |
| EXTRA20 | 2211 | 4.2% |
| OFF20 | 2202 | 4.2% |
| Other values (35) | 11405 |
Length
| Value | Count | Frequency (%) |
| sale20 | 6373 | |
| sale30 | 5915 | |
| sale10 | 5838 | |
| elec10 | 4826 | |
| elec30 | 4647 | |
| elec20 | 4540 | 8.6% |
| extra10 | 2317 | 4.4% |
| off10 | 2250 | 4.3% |
| extra20 | 2211 | 4.2% |
| off20 | 2202 | 4.2% |
| Other values (35) | 11405 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 56250 | |
| 0 | 52524 | |
| L | 32139 | |
| A | 27948 | |
| S | 18126 | 5.9% |
| 2 | 17830 | 5.8% |
| 1 | 17470 | 5.7% |
| 3 | 17224 | 5.6% |
| C | 14957 | 4.9% |
| F | 13026 | 4.2% |
| Other values (15) | 39137 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 201583 | |
| Decimal Number | 105048 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 56250 | |
| L | 32139 | |
| A | 27948 | |
| S | 18126 | 9.0% |
| C | 14957 | 7.4% |
| F | 13026 | 6.5% |
| O | 8517 | 4.2% |
| R | 7346 | 3.6% |
| T | 6843 | 3.4% |
| X | 6575 | 3.3% |
| Other values (11) | 9856 | 4.9% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 52524 | |
| 2 | 17830 | 17.0% |
| 1 | 17470 | 16.6% |
| 3 | 17224 | 16.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 201583 | |
| Common | 105048 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 56250 | |
| L | 32139 | |
| A | 27948 | |
| S | 18126 | 9.0% |
| C | 14957 | 7.4% |
| F | 13026 | 6.5% |
| O | 8517 | 4.2% |
| R | 7346 | 3.6% |
| T | 6843 | 3.4% |
| X | 6575 | 3.3% |
| Other values (11) | 9856 | 4.9% |
Common
| Value | Count | Frequency (%) |
| 0 | 52524 | |
| 2 | 17830 | 17.0% |
| 1 | 17470 | 16.6% |
| 3 | 17224 | 16.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 306631 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 56250 | |
| 0 | 52524 | |
| L | 32139 | |
| A | 27948 | |
| S | 18126 | 5.9% |
| 2 | 17830 | 5.8% |
| 1 | 17470 | 5.7% |
| 3 | 17224 | 5.6% |
| C | 14957 | 4.9% |
| F | 13026 | 4.2% |
| Other values (15) | 39137 |
할인율
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 413.6 KiB |
| 20.0 | |
|---|---|
| 10.0 | |
| 30.0 | |
| 0.0 | 400 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.992442 |
| Min length | 3 |
Characters and Unicode
| Total characters | 211296 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 10.0 |
| 4th row | 10.0 |
| 5th row | 10.0 |
Common Values
| Value | Count | Frequency (%) |
| 20.0 | 17830 | |
| 10.0 | 17470 | |
| 30.0 | 17224 | |
| 0.0 | 400 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 20.0 | 17830 | |
| 10.0 | 17470 | |
| 30.0 | 17224 | |
| 0.0 | 400 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 105848 | |
| . | 52924 | |
| 2 | 17830 | 8.4% |
| 1 | 17470 | 8.3% |
| 3 | 17224 | 8.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 158372 | |
| Other Punctuation | 52924 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 105848 | |
| 2 | 17830 | 11.3% |
| 1 | 17470 | 11.0% |
| 3 | 17224 | 10.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 52924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 211296 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 105848 | |
| . | 52924 | |
| 2 | 17830 | 8.4% |
| 1 | 17470 | 8.3% |
| 3 | 17224 | 8.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 211296 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 105848 | |
| . | 52924 | |
| 2 | 17830 | 8.4% |
| 1 | 17470 | 8.3% |
| 3 | 17224 | 8.2% |
| 고객ID | 거래ID | 거래날짜 | 제품ID | 제품카테고리 | 수량 | 평균금액 | 배송료 | 쿠폰상태 | 성별 | 고객지역 | 가입기간 | 오프라인비용 | 온라인비용 | GST | 쿠폰코드 | 할인율 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | USER_1358 | Transaction_0000 | 2019-01-01 | Product_0981 | Nest-USA | 1 | 153.71 | 6.5 | Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.10 | ELEC10 | 10.0 |
| 1 | USER_1358 | Transaction_0001 | 2019-01-01 | Product_0981 | Nest-USA | 1 | 153.71 | 6.5 | Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.10 | ELEC10 | 10.0 |
| 2 | USER_1358 | Transaction_0002 | 2019-01-01 | Product_0904 | Office | 1 | 2.05 | 6.5 | Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.10 | OFF10 | 10.0 |
| 3 | USER_1358 | Transaction_0003 | 2019-01-01 | Product_0203 | Apparel | 5 | 17.53 | 6.5 | Not Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.18 | SALE10 | 10.0 |
| 4 | USER_1358 | Transaction_0003 | 2019-01-01 | Product_0848 | Bags | 1 | 16.50 | 6.5 | Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.18 | AIO10 | 10.0 |
| 5 | USER_1358 | Transaction_0003 | 2019-01-01 | Product_0854 | Bags | 15 | 5.15 | 6.5 | Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.18 | AIO10 | 10.0 |
| 6 | USER_1358 | Transaction_0003 | 2019-01-01 | Product_0880 | Drinkware | 15 | 3.08 | 6.5 | Not Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.18 | EXTRA10 | 10.0 |
| 7 | USER_1358 | Transaction_0003 | 2019-01-01 | Product_0885 | Drinkware | 15 | 10.31 | 6.5 | Clicked | 남 | Chicago | 12 | 4500 | 2424.5 | 0.18 | EXTRA10 | 10.0 |
| 8 | USER_1358 | Transaction_0003 | 2019-01-01 | Product_0898 | Drinkware | 5 | 9.27 | 6.5 | Used | 남 | Chicago | 12 | 4500 | 2424.5 | 0.18 | EXTRA10 | 10.0 |
| 9 | USER_0190 | Transaction_0003 | 2019-01-01 | Product_0914 | Office | 52 | 0.98 | 6.5 | Used | 남 | California | 43 | 4500 | 2424.5 | 0.10 | OFF10 | 10.0 |
| 고객ID | 거래ID | 거래날짜 | 제품ID | 제품카테고리 | 수량 | 평균금액 | 배송료 | 쿠폰상태 | 성별 | 고객지역 | 가입기간 | 오프라인비용 | 온라인비용 | GST | 쿠폰코드 | 할인율 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 52914 | USER_0504 | Transaction_25053 | 2019-12-31 | Product_0992 | Nest | 1 | 100.91 | 6.50 | Clicked | 여 | New York | 45 | 4000 | 2058.75 | 0.05 | NE30 | 30.0 |
| 52915 | USER_0504 | Transaction_25054 | 2019-12-31 | Product_0976 | Nest-USA | 1 | 121.30 | 6.50 | Not Used | 여 | New York | 45 | 4000 | 2058.75 | 0.10 | ELEC30 | 30.0 |
| 52916 | USER_0504 | Transaction_25054 | 2019-12-31 | Product_0984 | Nest-USA | 2 | 80.52 | 6.50 | Clicked | 여 | New York | 45 | 4000 | 2058.75 | 0.10 | ELEC30 | 30.0 |
| 52917 | USER_0504 | Transaction_25054 | 2019-12-31 | Product_0992 | Nest | 1 | 100.91 | 6.50 | Clicked | 여 | New York | 45 | 4000 | 2058.75 | 0.05 | NE30 | 30.0 |
| 52918 | USER_0504 | Transaction_25055 | 2019-12-31 | Product_0992 | Nest | 3 | 100.91 | 6.50 | Clicked | 여 | New York | 45 | 4000 | 2058.75 | 0.05 | NE30 | 30.0 |
| 52919 | USER_0504 | Transaction_25056 | 2019-12-31 | Product_0976 | Nest-USA | 1 | 121.30 | 6.50 | Clicked | 여 | New York | 45 | 4000 | 2058.75 | 0.10 | ELEC30 | 30.0 |
| 52920 | USER_0504 | Transaction_25057 | 2019-12-31 | Product_0413 | Apparel | 1 | 48.92 | 6.50 | Used | 여 | New York | 45 | 4000 | 2058.75 | 0.18 | SALE30 | 30.0 |
| 52921 | USER_0504 | Transaction_25058 | 2019-12-31 | Product_0989 | Nest-USA | 1 | 151.88 | 6.50 | Used | 여 | New York | 45 | 4000 | 2058.75 | 0.10 | ELEC30 | 30.0 |
| 52922 | USER_0562 | Transaction_25059 | 2019-12-31 | Product_0985 | Nest-USA | 5 | 80.52 | 6.50 | Clicked | 여 | California | 7 | 4000 | 2058.75 | 0.10 | ELEC30 | 30.0 |
| 52923 | USER_0562 | Transaction_25060 | 2019-12-31 | Product_0984 | Nest-USA | 4 | 80.52 | 19.99 | Clicked | 여 | California | 7 | 4000 | 2058.75 | 0.10 | ELEC30 | 30.0 |